Update generator.py

generator.py

@@ -346,16 +346,14 @@ class RetroArtConverter:
                 print(f"[FACE] Face detection failed: {str(e)[:100]}")
                 raise ValueError(f"No face found in image. Only face images work. Error: {str(e)}")
             
-            # Set LORA scale using diffusers adapter system (like working code without face)
+            # Fuse LORA with scale (following working example approach)
             if self.models_loaded['lora']:
                 try:
-                    if hasattr(self.pipe, 'set_adapters'):
-                        self.pipe.set_adapters(["retroart"], adapter_weights=[lora_scale])
-                        print(f"[LORA] Set adapter 'retroart' with scale: {lora_scale}")
-                    else:
-                        print(f"[LORA] Warning: set_adapters not available")
+                    from models import fuse_lora_with_scale
+                    fuse_lora_with_scale(self.pipe, lora_scale)
+                    print(f"[LORA] Fused with scale: {lora_scale}")
                 except Exception as e:
-                    print(f"[LORA] Could not set adapter: {e}")
+                    print(f"[LORA] Could not fuse: {e}")
             
             # ═══════════════════════════════════════════════════════════
             # PIPELINE CONFIGURATION